1,912 of these skill files have been read, by 1,195 distinct authors, and what they tell an agent counted. What Quality gates authors agree on, and what they forbid

• 2521

  Converter specification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/converter-specification-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2522

  Corrected intensity table validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/corrected-intensity-table-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2523

  Count verification against published values

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/count-verification-against-published-values · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2524

  Count verification and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/count-verification-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2525

  Cross language function invocation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/cross-language-function-invocation-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2526

  Cross script consistency verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/cross-script-consistency-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2527

  Cross validation benchmark evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/cross-validation-benchmark-evaluation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2528

  Dashboard session initialization verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/dashboard-session-initialization-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2529

  Deep learning model architecture validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/deep-learning-model-architecture-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2530

  Deep learning module instantiation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/deep-learning-module-instantiation-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2531

  Distribution channel validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/distribution-channel-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2532

  Docker container health verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/docker-container-health-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2533

  Dotnet assembly path verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/dotnet-assembly-path-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2534

  Embedding vector validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/embedding-vector-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2535

  Environment validation and verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/environment-validation-and-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2536

  Export tag syntax validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/export-tag-syntax-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2537

  Feature list format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/feature-list-format-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2538

  Feature sub group refinement and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/feature-sub-group-refinement-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2539

  Feature table row count validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/feature-table-row-count-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2540

  File format compliance validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/file-format-compliance-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2541

  File format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/file-format-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2542

  File system audit and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/file-system-audit-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2543

  Fixed architecture layer validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/fixed-architecture-layer-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2544

  Hdf5 format support validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/hdf5-format-support-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2545

  Hdf5 output validation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/hdf5-output-validation-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2546

  Hex dump parsing and verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/hex-dump-parsing-and-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2547

  Http connectivity verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/http-connectivity-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2548

  Installation validation and diagnostics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/installation-validation-and-diagnostics · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2549

  Installation validation reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/installation-validation-reporting · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2550

  Instrumental parameter validation mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/instrumental-parameter-validation-mass-spectrometry · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2551

  Inter scan interval validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/inter-scan-interval-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2552

  Ion type assignment verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ion-type-assignment-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2553

  Isotopic signature validation and filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/isotopic-signature-validation-and-filtering · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2554

  Java application build verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/java-application-build-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2555

  Java build artifact validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/java-build-artifact-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2556

  Json response validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-response-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2557

  Json schema output verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-schema-output-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2558

  Json schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-schema-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2559

  Json structure validation for metabolomics data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-structure-validation-for-metabolomics-data · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2560

  Json validation and formatting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-validation-and-formatting · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2561

  K fold cross validation model selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/k-fold-cross-validation-model-selection · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2562

  Knowledge graph generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/knowledge-graph-generation-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2563

  Lc ms output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/lc-ms-output-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2564

  Library import validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/library-import-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2565

  Library object validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/library-object-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2566

  Mandatory field verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mandatory-field-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2567

  Mass charge retention time validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-charge-retention-time-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2568

  Mass error calculation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-error-calculation-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2569

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectral-data-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2570

  Mass spectrometry metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-metadata-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2571

  Mass spectrometry method cycle verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-method-cycle-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2572

  Mass spectrum calibration validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrum-calibration-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2573

  Matrix directive collation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matrix-directive-collation-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2574

  Matrix structure validation and qc

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matrix-structure-validation-and-qc · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2575

  Metabolite identification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-identification-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2576

  Metabolite set composition validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-set-composition-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2577

  Metabolite set file parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-set-file-parsing-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2578

  Metabolomics data input validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolomics-data-input-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2579

  Metabolomics functional prediction workflow validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolomics-functional-prediction-workflow-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 2580

  Metadata field verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metadata-field-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder